{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2024-01-01T07:47:03.933318900Z",
     "start_time": "2024-01-01T07:47:02.111369400Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            date      open      high       low     close       volume\n",
      "0     1990-12-19    96.050    99.980    95.790    99.980       126000\n",
      "1     1990-12-20   104.300   104.390    99.980   104.390        19700\n",
      "2     1990-12-21   109.070   109.130   103.730   109.130         2800\n",
      "3     1990-12-24   113.570   114.550   109.130   114.550         3200\n",
      "4     1990-12-25   120.090   120.250   114.550   120.250         1500\n",
      "...          ...       ...       ...       ...       ...          ...\n",
      "8065  2023-12-25  2909.875  2920.632  2903.987  2918.813  22981417800\n",
      "8066  2023-12-26  2917.971  2917.971  2892.837  2898.879  22814085500\n",
      "8067  2023-12-27  2900.149  2917.956  2890.165  2914.614  24790088200\n",
      "8068  2023-12-28  2913.110  2961.648  2909.389  2954.704  33921311600\n",
      "8069  2023-12-29  2950.837  2975.032  2950.017  2974.935  29067268700\n",
      "\n",
      "[8070 rows x 6 columns]\n"
     ]
    }
   ],
   "source": [
    "import akshare as ak\n",
    "stock_zh_index_daily_df = ak.stock_zh_index_daily(symbol=\"sh000001\")\n",
    "print(stock_zh_index_daily_df)"
   ]
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0         99.980\n",
      "1        104.390\n",
      "2        109.130\n",
      "3        114.550\n",
      "4        120.250\n",
      "          ...   \n",
      "8065    2918.813\n",
      "8066    2898.879\n",
      "8067    2914.614\n",
      "8068    2954.704\n",
      "8069    2974.935\n",
      "Name: close, Length: 8070, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "sh000001_close = stock_zh_index_daily_df['close']\n",
    "print(sh000001_close)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-01-01T07:47:30.994447900Z",
     "start_time": "2024-01-01T07:47:30.980872900Z"
    }
   },
   "id": "7e6cc66d5bb1f387",
   "execution_count": 2
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1500x600 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from pylab import mpl\n",
    "\n",
    "mpl.rcParams['font.sans-serif'] = ['simhei'] # 指定默认字体\n",
    "mpl.rcParams['axes.unicode_minus'] = False # 解决保存图像是负号'-'显示为方块的问题\n",
    "mpl.rcParams['figure.figsize'] = (15.0, 6.0)\n",
    "\n",
    "sh000001_close.plot(linewidth=1)\n",
    "plt.title(\"上证指数收盘价历史趋势\")\n",
    "plt.xlabel('时间')\n",
    "plt.ylabel('收盘价')\n",
    "plt.legend()\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2024-01-01T07:47:45.752322400Z",
     "start_time": "2024-01-01T07:47:45.260121100Z"
    }
   },
   "id": "36122b4c4fcbed1",
   "execution_count": 3
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
